Using stochastic linear-parameter-varying control for CPU management of internet servers

@article{Qin2007UsingSL,
  title={Using stochastic linear-parameter-varying control for CPU management of internet servers},
  author={Wubi Qin and Qian Wang},
  journal={2007 46th IEEE Conference on Decision and Control},
  year={2007},
  pages={3824-3829}
}
This paper presents a stochastic nonlinear control approach to performance management of Internet Web servers. In particular, a CPU frequency management problem is studied to satisfy response time SLA. The research in this paper is mainly motivated by two reasons: 1) the stochastic nature of workload characterization and performance metrics requires probabilistic approaches to system modeling and control designs, and 2) rather than over-provisioning for the worst-case load, performance… CONTINUE READING
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